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Part I: The Origin of AIFC

19. The AI-NDA Boundary

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The AI-NDA Boundary defines what AI may see, process, store, remember, reuse or expose.

It asks:

  • What data can be processed by AI?
  • Which AI tools are allowed?
  • Can data be stored?
  • Can data be used for training?
  • Can the agent use memory?
  • Can the output be written back to source of truth?
  • Who reviews it?
  • What is forbidden?
  • What happens during an incident?
  • How is vendor lock-in handled?
  • How can the cooperation end?

The key principle became:

No AI access without an AI-NDA Boundary.

This does not mean AI should be blocked.

It means AI should enter the community as a governed external capacity.

Not as invisible uncontrolled intelligence.